Knowledge-Free and Learning-Based Methods in Intelligent Game Playing
Author:   Jacek Mandziuk
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Edition:   2010 ed.
Volume:   276
ISBN:  

9783642262135


Pages:   254
Publication Date:   01 March 2012
Format:   Paperback
Availability:   Manufactured on demand   Availability explained
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Knowledge-Free and Learning-Based Methods in Intelligent Game Playing


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Author:   Jacek Mandziuk
Publisher:   Springer-Verlag Berlin and Heidelberg GmbH & Co. KG
Imprint:   Springer-Verlag Berlin and Heidelberg GmbH & Co. K
Edition:   2010 ed.
Volume:   276
Dimensions:   Width: 15.50cm , Height: 1.40cm , Length: 23.50cm
Weight:   0.454kg
ISBN:  

9783642262135


ISBN 10:   3642262139
Pages:   254
Publication Date:   01 March 2012
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand   Availability explained
We will order this item for you from a manufactured on demand supplier.

Table of Contents

I: AI Tools and State-of-the-Art Accomplishments in Mind Games.- Foundations of AI and CI in Games. Claude Shannon’s Postulates.- Basic AI Methods and Tools.- State of the Art.- II: CI Methods in Mind Games. Towards Human-Like Playing.- An Overview of Computational Intelligence Methods.- CI in Games – Selected Approaches.- III: An Overview of Challenges and Open Problems.- Evaluation Function Learning.- Game Representation.- Efficient TD Training.- Move Ranking and Search-Free Playing.- Modeling the Opponent and Handling the Uncertainty.- IV: Grand Challenges.- Intuition.- Creativity and Knowledge Discovery.- Multi-game Playing.- Summary and Perspectives.

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